aboutsummaryrefslogtreecommitdiffstats
path: root/gdpr_obfuscator
diff options
context:
space:
mode:
authorAlex Schofield <git@ajschof.me>2025-02-20 18:27:12 +0000
committerAlex Schofield <git@ajschof.me>2025-02-20 18:27:12 +0000
commit70a16769761450b9c2aa63cda86a30a73bc0217c (patch)
treeb9b86ac8575e12f30bc0e53233c94b4ab99973b6 /gdpr_obfuscator
parent9827fcf1a40b0c4993da3f420177f4e390e038e9 (diff)
downloadgdpr-obfuscator-70a16769761450b9c2aa63cda86a30a73bc0217c.tar.gz
gdpr-obfuscator-70a16769761450b9c2aa63cda86a30a73bc0217c.zip
update pyproject.toml & references with new src folder name
Diffstat (limited to 'gdpr_obfuscator')
-rw-r--r--gdpr_obfuscator/__init__.py12
-rw-r--r--gdpr_obfuscator/logger.py36
-rw-r--r--gdpr_obfuscator/obfuscate.py26
-rw-r--r--gdpr_obfuscator/read.py89
-rw-r--r--gdpr_obfuscator/utils.py16
-rw-r--r--gdpr_obfuscator/write.py28
6 files changed, 207 insertions, 0 deletions
diff --git a/gdpr_obfuscator/__init__.py b/gdpr_obfuscator/__init__.py
new file mode 100644
index 0000000..2ee3b96
--- /dev/null
+++ b/gdpr_obfuscator/__init__.py
@@ -0,0 +1,12 @@
+from obfuscator.read import DataReader
+from obfuscator.write import DataWriter
+from obfuscator.obfuscate import obfuscate
+from typing import List
+
+
+def main(s3_source: str, pii_fields: List[str], log_level: str = "INFO") -> bytes:
+ reader = DataReader(log_level)
+ writer = DataWriter()
+ data = reader.read_s3(s3_source)
+ obfuscated_data = obfuscate(data, pii_fields)
+ return writer.create_byte_stream(obfuscated_data)
diff --git a/gdpr_obfuscator/logger.py b/gdpr_obfuscator/logger.py
new file mode 100644
index 0000000..140fa8f
--- /dev/null
+++ b/gdpr_obfuscator/logger.py
@@ -0,0 +1,36 @@
+import logging
+import os
+from enum import Enum
+
+
+class LogLevel(Enum):
+ DEBUG = logging.DEBUG
+ INFO = logging.INFO
+ WARNING = logging.WARNING
+ ERROR = logging.ERROR
+ CRITICAL = logging.CRITICAL
+
+
+def get_logger(name: str, level: LogLevel = LogLevel.INFO) -> logging.Logger:
+ if isinstance(level, str):
+ try:
+ level = LogLevel[level.upper()]
+ except KeyError:
+ raise ValueError(
+ f"Invalid log level '{level}'. Choose from: {', '.join(l.name for l in LogLevel)}"
+ )
+
+ logger = logging.getLogger(name)
+
+ if logger.hasHandlers():
+ logger.handlers.clear()
+
+ handler = logging.StreamHandler()
+ logger.setLevel(level.value)
+ formatting = logging.Formatter(
+ "[%(asctime)s] - %(levelname)s::%(name)s - %(message)s"
+ )
+ handler.setFormatter(formatting)
+ logger.addHandler(handler)
+
+ return logger
diff --git a/gdpr_obfuscator/obfuscate.py b/gdpr_obfuscator/obfuscate.py
new file mode 100644
index 0000000..cd12b6d
--- /dev/null
+++ b/gdpr_obfuscator/obfuscate.py
@@ -0,0 +1,26 @@
+from typing import List, Dict
+from obfuscator.logger import get_logger
+
+logger = get_logger("OBFUSCATE")
+
+
+def obfuscate(
+ data: List[Dict[str, str]], pii_fields: List[str]
+) -> List[Dict[str, str]]:
+ """
+ A function to obfuscate PII fields in a list of dictionaries, replacing
+ sensitive values with a string of asterisks.
+ """
+ if not data:
+ logger.error(
+ "Invalid or empty data was provided to obfuscate. Returning empty list."
+ )
+ return []
+ if not pii_fields:
+ logger.error("No PII fields provided to obfuscate. Returning data unchanged.")
+ return data
+
+ return [
+ {k: ("***" if k in pii_fields else v) for k, v in record.items()}
+ for record in data
+ ]
diff --git a/gdpr_obfuscator/read.py b/gdpr_obfuscator/read.py
new file mode 100644
index 0000000..b704643
--- /dev/null
+++ b/gdpr_obfuscator/read.py
@@ -0,0 +1,89 @@
+import csv
+import io
+import boto3
+import os
+from typing import List, Dict
+from obfuscator.logger import get_logger
+from obfuscator.utils import Utilities
+
+
+class DataReader:
+ """
+ A class to read CSV data from a local file, S3 object, or string. Near
+ the project completion, support for JSON/Parquet files will be added.
+ """
+
+ def __init__(self, log_level=None):
+ self.log_level = log_level
+ self.logger = get_logger("CSVREADER", log_level)
+
+ def read_local(self, path) -> List[Dict[str, str]]:
+ """
+ A method to read a local CSV file and return the data as a list of
+ dictionaries.
+ """
+ self.logger.debug(f"Reading local CSV from: {path}")
+
+ try:
+ with open(path, mode="r", encoding="utf-8") as f:
+ reader = csv.DictReader(f)
+ return [dict(row) for row in reader]
+ except FileNotFoundError:
+ self.logger.error(f"File not found: {path}")
+ raise
+ except Exception as e:
+ self.logger.error(f"Error reading file: {e}")
+
+ def read_s3(self, path) -> List[Dict[str, str]]:
+ """
+ A method to read an S3 object containing CSV data
+ and return the data as a list of dictionaries.
+ """
+ utils = Utilities(self.log_level)
+ bucket, key = utils.get_s3_path(path)
+ self.logger.debug(f"Reading S3 CSV from: {bucket}/{key}")
+
+ if os.getenv("LOCALSTACK", "FALSE").upper() == "TRUE":
+ localstack_endpoint = "http://localhost.localstack.cloud:4566"
+ self.logger.debug(
+ "Using LocalStack endpoint for S3 - ensure LocalStack is running"
+ )
+ client = boto3.client(
+ "s3",
+ endpoint_url=localstack_endpoint,
+ aws_access_key_id="dummy",
+ aws_secret_access_key="dummy",
+ )
+ self.logger.debug(f"endpoint_url: {localstack_endpoint}")
+ else:
+ client = boto3.client("s3")
+
+ try:
+ response = client.get_object(Bucket=bucket, Key=key)
+ self.logger.info("S3 object read successfully")
+ content = response["Body"].read().decode("utf-8")
+ return self.read_string(content)
+ except client.exceptions.NoSuchKey:
+ self.logger.error(f"Object not found: {bucket}/{key}")
+ raise
+ except client.exceptions.ClientError as e:
+ self.logger.error(f"Error reading S3 object: {e}")
+ raise
+ except UnicodeDecodeError as e:
+ self.logger.error(f"Error decoding S3 object: {e}")
+ raise
+ except Exception as e:
+ self.logger.error(f"Error reading S3 object: {e}")
+ raise
+
+ def read_string(self, content: str) -> List[Dict[str, str]]:
+ """
+ A method to read CSV data from a string and return the data as a list
+ of dictionaries.
+ """
+ if not content.strip():
+ return []
+
+ f = io.StringIO(content)
+ reader = csv.DictReader(f)
+ return [dict(row) for row in reader]
diff --git a/gdpr_obfuscator/utils.py b/gdpr_obfuscator/utils.py
new file mode 100644
index 0000000..77ca1cf
--- /dev/null
+++ b/gdpr_obfuscator/utils.py
@@ -0,0 +1,16 @@
+# Utility functions
+from obfuscator.logger import get_logger
+
+
+class Utilities:
+ def __init__(self, logger=None):
+ self.logger = get_logger("UTILITIES", logger)
+
+ def get_s3_path(self, uri):
+ parts = uri.replace("s3://", "").split("/")
+ self.logger.debug(f"Parts: {parts}")
+ bucket = parts.pop(0)
+ self.logger.debug(f"Bucket: {bucket}")
+ key = "/".join(parts)
+ self.logger.debug(f"Key: {key}")
+ return bucket, key
diff --git a/gdpr_obfuscator/write.py b/gdpr_obfuscator/write.py
new file mode 100644
index 0000000..451b073
--- /dev/null
+++ b/gdpr_obfuscator/write.py
@@ -0,0 +1,28 @@
+import csv
+import io
+from typing import List, Dict
+from obfuscator.logger import get_logger
+
+logger = get_logger("CSVWRITER")
+
+
+class DataWriter:
+ def __init__(self):
+ pass
+
+ def create_byte_stream(self, data: List[Dict[str, str]]) -> bytes:
+ if not data:
+ logger.error("Invalid or empty data was provided to write")
+ return b""
+
+ output = io.StringIO()
+
+ headers = list(data[0].keys())
+
+ writer = csv.DictWriter(output, fieldnames=headers)
+ writer.writeheader()
+ writer.writerows(data)
+
+ csv_string = output.getvalue()
+
+ return csv_string.encode("utf-8")
git.ajschof.me — hosted by ajschofield — powered by cgit